Knowledge Graph & AI Consultant
Aktualisiert am 10.06.2024
Profil
Mitarbeiter eines Dienstleisters
Remote-Arbeit
Verfügbar ab: 10.06.2024
Verfügbar zu: 100%
davon vor Ort: 100%
Skill-Profil eines fest angestellten Mitarbeiters des Dienstleisters

Einsatzorte

Einsatzorte

Deutschland
möglich

Projekte

Projekte

6 Monate
2023-12 - heute

Knowledge Base chatbot

Question answering bot based on open LLMs
  • Configuring in-house system for local LLMs
  • Retrieval Augmented Generation developed in LlamaIndex with Weaviate
1 Monat
2023-11 - 2023-11

Job-profile database

Enriching knowledge graph with GNN and LLMs
  • Skill recommendation for new job adds, SimRank
  • Job-profile recommendation engine, GNN, LLMs (OpenAI API)
  • Automating semantic extraction, LLMs (OpenAI API)
4 Jahre
2019-11 - 2023-10

Car-graph

Introducing semantics to summarize Computer-aided engineering (CAE) development processes and generalize engineering problems
  • Ontology and feature engineering
  • Similarity prediction, community detection, classification, and link prediction with GNN, SimRank, PageRank, Graph2Vec
9 Monate
2022-01 - 2022-09

Physical-informed learning

Transfer of design experience between related vehicle development project
  • Generating development tree as input relation of the data
  • NN model architecture development for transferring relational structural behavior
1 Jahr
2021-09 - 2022-08

CNN-transfer learning

Vehicle component detection to label vehicle crash images
  • Auto-generating image data
  • Fine-tuning Resnet 18
4 Jahre 5 Monate
2015-06 - 2019-10

CAE semantic web-based reporting

platform for dynamic exploration of results within automotive
  • Generalizing data modelling for R&D for cross-domain collaboration
  • Micro-frontend web development for centralizing data analyses workflows

Position

Position

Knowledge Graph & AI Consultant

Kompetenzen

Kompetenzen

Produkte / Standards / Erfahrungen / Methoden

Profile
The candidate has five years of experience with machine learning data, which sparked her passion for data reusability and expanding knowledge within her organisation. This drive led her into data science, where she explored areas such as link prediction, pattern recognition and knowledge graph embedding. Currently, her main focus is on advancing Large Language Models (LLMs) with knowledge graphs, which emphasises her commitment to pioneering innovation at the forefront of graph data science.

Skills
  • Linked Data & Semantic Web
  • Ontology engineering
  • Graph Neural Networks 
  • Data visualization
  • Deep Learning

Technologies
  • DevOps
    • AWS
    • Git
    • Docker
  • Deep Learning
    • TensorFlow
    • PyTorch
    • Keras
  • Knowledge Graph
    • OWL
    • RDFs
    • SPARQL
  • Graph Data Science
    • PyG
    • NetworkX
    • PyKeen
  • Web
    • Django
    • JavaScript
    • XSLT
    • Bootstrap
  • Data visualization
    • Plotly
    • D3.js
    • Streamlit

Datenbanken

relational
graph
vector

Einsatzorte

Einsatzorte

Deutschland
möglich

Projekte

Projekte

6 Monate
2023-12 - heute

Knowledge Base chatbot

Question answering bot based on open LLMs
  • Configuring in-house system for local LLMs
  • Retrieval Augmented Generation developed in LlamaIndex with Weaviate
1 Monat
2023-11 - 2023-11

Job-profile database

Enriching knowledge graph with GNN and LLMs
  • Skill recommendation for new job adds, SimRank
  • Job-profile recommendation engine, GNN, LLMs (OpenAI API)
  • Automating semantic extraction, LLMs (OpenAI API)
4 Jahre
2019-11 - 2023-10

Car-graph

Introducing semantics to summarize Computer-aided engineering (CAE) development processes and generalize engineering problems
  • Ontology and feature engineering
  • Similarity prediction, community detection, classification, and link prediction with GNN, SimRank, PageRank, Graph2Vec
9 Monate
2022-01 - 2022-09

Physical-informed learning

Transfer of design experience between related vehicle development project
  • Generating development tree as input relation of the data
  • NN model architecture development for transferring relational structural behavior
1 Jahr
2021-09 - 2022-08

CNN-transfer learning

Vehicle component detection to label vehicle crash images
  • Auto-generating image data
  • Fine-tuning Resnet 18
4 Jahre 5 Monate
2015-06 - 2019-10

CAE semantic web-based reporting

platform for dynamic exploration of results within automotive
  • Generalizing data modelling for R&D for cross-domain collaboration
  • Micro-frontend web development for centralizing data analyses workflows

Position

Position

Knowledge Graph & AI Consultant

Kompetenzen

Kompetenzen

Produkte / Standards / Erfahrungen / Methoden

Profile
The candidate has five years of experience with machine learning data, which sparked her passion for data reusability and expanding knowledge within her organisation. This drive led her into data science, where she explored areas such as link prediction, pattern recognition and knowledge graph embedding. Currently, her main focus is on advancing Large Language Models (LLMs) with knowledge graphs, which emphasises her commitment to pioneering innovation at the forefront of graph data science.

Skills
  • Linked Data & Semantic Web
  • Ontology engineering
  • Graph Neural Networks 
  • Data visualization
  • Deep Learning

Technologies
  • DevOps
    • AWS
    • Git
    • Docker
  • Deep Learning
    • TensorFlow
    • PyTorch
    • Keras
  • Knowledge Graph
    • OWL
    • RDFs
    • SPARQL
  • Graph Data Science
    • PyG
    • NetworkX
    • PyKeen
  • Web
    • Django
    • JavaScript
    • XSLT
    • Bootstrap
  • Data visualization
    • Plotly
    • D3.js
    • Streamlit

Datenbanken

relational
graph
vector

Vertrauen Sie auf GULP

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

Fragen?

Rufen Sie uns an +49 89 500316-300 oder schreiben Sie uns:

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